The book 'Architecture Patterns with Python' aims to introduce classic architectural patterns to the Python community, focusing on test-driven development, domain-driven design, and event-driven architecture. The authors, who work at MADE.com, share their experience in building distributed systems that model real-world business problems. The book is structured around an example project, with code available on GitHub, and encourages readers to code along and apply the patterns to their own projects. The book's goal is to provide a reference for implementing these patterns in a Pythonic way.